Clairfield is an unincorporated community in Claiborne County, Tennessee, United States. It is located in the upper Clearfork Valley in the Cumberland Mountains of northeastern Tennessee. It is the site of a post office, assigned ZIP code 37715. The population of the Zip Code Tabulation Area corresponding to Clairfield's ZIP code was 1,002 as of the 2000 Census.